Measuring data importance over ML pipelines using the Shapley value.
☆45Aug 26, 2025Updated 11 months ago
Alternatives and similar repositories for datascope
Users that are interested in datascope are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆34Dec 26, 2020Updated 5 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆103Feb 4, 2025Updated last year
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆27Feb 21, 2020Updated 6 years ago
- A Star Wars themed, open source Chrome extension to boost your productivity. Developed as part of the FOSS Hackathon 2021.☆17Nov 9, 2023Updated 2 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆45Nov 10, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Data Shapley: Equitable Valuation of Data for Machine Learning☆300May 1, 2024Updated 2 years ago
- ☆12May 20, 2021Updated 5 years ago
- Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)☆18Mar 20, 2023Updated 3 years ago
- Automatic Differentiation for Gradient Boosted Decision Trees.☆13May 17, 2022Updated 4 years ago
- Contains the implementation of the EDAIN and EDAIN-KL methods proposed in our paper. The research was also part of the thesis I wrote as …☆16Feb 19, 2024Updated 2 years ago
- Now it is exported as an official example☆13Jan 24, 2018Updated 8 years ago
- Collection of available data sources for cognitively-inspired NLP☆38Jul 14, 2020Updated 6 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆32May 1, 2024Updated 2 years ago
- Functions for easily making publication-quality figures with matplotlib.☆19Jan 20, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- h-Shap provides an exact, fast, hierarchical implementation of Shapley coefficients for image explanations☆16Nov 20, 2023Updated 2 years ago
- ArXiv Sanidade é uma aplicação web que ajuda os usuários a descobrir e salvar artigos relevantes do arXiv usando machine learning. Ele u…☆16Sep 27, 2024Updated last year
- Implementation of FedBary☆18Mar 24, 2025Updated last year
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆54Jun 5, 2024Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated 3 months ago
- Resources for recent AI systems (deployment concerns, cost and accessibility). -- closed☆12May 29, 2021Updated 5 years ago
- Client usage☆24Aug 3, 2026Updated last week
- This repository contains the artifacts accompanied by the paper "Fair Preprocessing"☆13Jul 20, 2021Updated 5 years ago
- Several graph clustering algorithms in one library☆18Oct 27, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Advanced Machine Learning Course☆14Nov 16, 2024Updated last year
- Domain Adaptation☆23Nov 27, 2021Updated 4 years ago
- ☆12Jun 26, 2025Updated last year
- a (work-in-progress) grammatical WISYWIG text editor☆12Sep 13, 2018Updated 7 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆32Mar 24, 2023Updated 3 years ago
- ☆10Aug 26, 2021Updated 4 years ago
- ☆36Apr 14, 2025Updated last year
- This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…☆22Jun 24, 2021Updated 5 years ago
- Data visualization workshop☆11May 12, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆143Feb 20, 2025Updated last year
- ☆13Oct 3, 2024Updated last year
- VSCode extension for coredumpy☆14Apr 1, 2025Updated last year
- ☆10Sep 14, 2022Updated 3 years ago
- ☆23Nov 1, 2022Updated 3 years ago
- ☆11Dec 1, 2023Updated 2 years ago
- Tutorials for the Machine Learning for Time Series class - Master MVA (2021/2022)☆10Mar 3, 2022Updated 4 years ago